Preserving Layers exporting from Illustrator to Photoshop

A client has supplied me with a cmyk .eps file, with all the layers I need.

I own Illustrator but rarely open it and don't "get it." When I export from Illustrator to Photoshop, many of the layers which are nice and separate in Illustrator are collapsed into just one layer in Photoshop.